Welcome to the causal-jobs tracking app!¶

Automatically generated in: 2022-08-02

This is the latest weekly report containing, as always, information on the status of causal inference in the European job market. It is based on accumulated information starting early May 2022. Latest vacancies, the rate of relevant job postings, geographical distribution, most "causal" companies and countries alike can be found here.


Disclaimer: This report is automatically created by acessing daily job alert emails and retrieving the relevant information through an ETL pipeline. There are days when the number of new job postings exceeds a threshold, and not every causal-job is contained in the email this app feeds on. As a result, some causal-job might never make it into the pipeline, meaning that the database I have created is by no means complete. However, this doesn't happen too often, and info listed in the report can serve as a solid indication on the status of causal inference in the European job market.

Code can be found at https://github.com/ggiannarakis/causal-jobs

1. Fresh from the causal oven¶


a) What are the latest (past week) jobs?¶

(not necessarily "new": could have also been re-posted in the recent past)

job_title company_name job_location email_date
Data Engineer - Economics & Experimentation Zalando Berlin, Berlin, Germany 2022-07-25
Statistician / Econometrician (m/f/d) Crealytics Berlin, Germany 2022-07-25
Principal Scientist, Data Science (JRD DS). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-07-25
Data Project Manager Glovo Barcelona, Catalonia, Spain 2022-07-25
Senior Scientist, Data Science (JRD DS) (1 of 3 Openings). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-07-26
Data Scientist, Database Migration Accelerator (DMA) Amazon Warsaw, Mazowieckie, Poland 2022-07-26
Data Scientist (m/f/d) Crealytics Berlin, Germany 2022-07-26
Data Scientist Unikie Turku, Southwest Finland, Finland 2022-07-26
Statistician / Econometrician (m/f/d) Crealytics Berlin, Germany 2022-07-26
Applied Scientist Intern, AWS AI Labs Computer Vision Amazon Web Services (AWS) Tübingen, Baden-Württemberg, Germany 2022-07-27
Data Engineer - Economics & Experimentation Zalando Berlin, Berlin, Germany 2022-07-27
Senior Data Scientist, Commerce Platform Spotify Italy 2022-07-27
Staff Data Scientist - Freemium Product Insights Spotify Sweden 2022-07-27
Senior Scientist, Data Science (JRD DS) (1 of 3 Openings). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-07-29
Product Analyst - Growth (f/m/d) Contentful Amsterdam, North Holland, Netherlands 2022-07-29
Senior Data Analyst, Marketing Bolt Tallinn, Harjumaa, Estonia 2022-07-29
Growth Marketing Data Analyst Holded Barcelona, Catalonia, Spain 2022-07-29
Apprenticeship ML and Systems Nokia Nozay, Île-de-France, France 2022-07-29
Lead Product Analyst - Growth (f/m/d) Contentful Amsterdam, North Holland, Netherlands 2022-07-29
Principal Scientist, Data Science (JRD DS). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-07-30
Principal Scientist, Data Science RWE Advanced Analytics (JRD DS). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-07-30
Senior Manager Machine learning #SWX H/F Stellantis Poissy, Île-de-France, France 2022-07-30
Senior Research Scientist - Paris Dataiku Paris, Île-de-France, France 2022-07-30
mRNA - Head of mRNA Process and CMC Data Science M/F Sanofi Marcy-l’Étoile, Auvergne-Rhône-Alpes, France 2022-07-31
Product Analyst, Data Science, Google Meet and Duo Google Stockholm City, Stockholm County, Sweden 2022-07-31
Pricing Analytics Manager Celonis Madrid, Community of Madrid, Spain 2022-07-31
Data Scientist Bolt Tallinn, Harjumaa, Estonia 2022-07-31
Principal Scientist, Data Science RWE Advanced Analytics (JRD DS). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-07-31
Senior Scientist, Data Science (JRD DS) (1 of 3 Openings). Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-08-01
Applied Science Manager (m/f/d) Zalando Berlin, Berlin, Germany 2022-08-01
Applied Scientist - AWS Causality Lab Amazon Web Services (AWS) Tübingen, Baden-Württemberg, Germany 2022-08-01
Data Science Manager Glovo Barcelona, Catalonia, Spain 2022-08-01
Product Analyst - Growth (f/m/d) Contentful Berlin, Berlin, Germany 2022-08-01
Sr. Applied Scientist, AWS Causality Lab Amazon Web Services (AWS) Tübingen, Baden-Württemberg, Germany 2022-08-01

b) New kids on the block?¶

are there any of the above companies listing "causal inference" in their vacancy for the first time?*

*Since May 12, 2022

Yes! Welcome {'Nokia', 'Unikie', 'Holded'} to the causal revolution!

2. Retrospective analysis¶


a) How many causal-jobs did appear in each email?¶


b) As of today, what is the total number of distinct causal-jobs since May 12, 2022?¶

*a distinct causal-job is defined as a unique job title - company name pair

There are 139 unique causal jobs detected so far throughout the EU

c) What are the most causal EU countries?¶


d) And what about the most causal companies?¶

top 5 companies in terms of distinct causal jobs published